{"id":"W2899411171","doi":"10.1126/science.aat9072","title":"Composites from renewable and sustainable resources: Challenges and innovations","year":2018,"lang":"en","type":"review","venue":"Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":989,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sustainability; Petrochemical; Compatibility (geochemistry); Renewable resource; Composite number; Renewable energy; Materials science; Plastic waste; Environmentally friendly; Waste management; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007183395,0.0007077385,0.0008828907,0.002341939,0.0004692225,0.00160246,0.0006649171,0.00127755,0.004653838],"category_scores_gemma":[0.0005861276,0.000312764,0.0004561224,0.002196159,0.0007472578,0.002457074,0.0009290569,0.002095123,0.001798986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006379863,"about_ca_system_score_gemma":0.001417737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006819934,"about_ca_topic_score_gemma":0.001495285,"domain_scores_codex":[0.9996572,0.00004401388,0.00003777409,0.00004883103,0.0001729059,0.0000393539],"domain_scores_gemma":[0.9996883,0.0001314026,0.00004267353,0.00001737439,0.00008282308,0.00003751476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002824486,0.0001035929,0.0002032182,0.02222684,0.00006192581,0.0003398405,0.0002058461,0.0004699199,0.007802335,0.02508308,0.0258009,0.9176742],"study_design_scores_gemma":[0.000001951558,0.0000275403,0.0002628905,0.002104943,0.00002287855,0.0006038391,0.0001261854,0.00005884701,0.0008541633,0.004597186,0.9913294,0.00001005094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002972096,0.9963405,0.0002638686,0.0005114556,0.0002340334,0.000003245008,0.0000112462,0.000009954433,0.002328582],"genre_scores_gemma":[0.002059094,0.9953676,0.000463938,0.0002371819,0.0002551705,0.000006464295,0.00002274141,0.000002867384,0.001584962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004653838,"threshold_uncertainty_score":0.01556867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991144902070326,"score_gpt":0.3005939650078752,"score_spread":0.2606825159871719,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}